Comparative performance evaluation of 3Mont with other feature selection algorithms over 10 iterations. حسب Miray Unlu Yazici (14792680)

Data process. حسب Maeva El Bouchikhi (20442436)

"…They highlighted an important number of ethical issues which could be grouped into five overarching categories: goal relevance, adverse side effects, role of employees, data process, and vagueness. …"

Data description and sources. حسب Xiaodan Li (132227)

PRISMA flowchart for the study selection process. حسب Yong Lin Lai (20854961)

"…However, challenges persist across all categories, including algorithmic limitations, data dependency, computational complexity, and performance variability across diverse underwater environments. …"

Data Sheet 1_Construction of a prognostic model for endometrial cancer related to programmed cell death using WGCNA and machine learning algorithms.zip حسب Weicheng Pan (12629762)

Goal relevance. حسب Maeva El Bouchikhi (20442436)

"…They highlighted an important number of ethical issues which could be grouped into five overarching categories: goal relevance, adverse side effects, role of employees, data process, and vagueness. …"

Distribution of selected studies by database. حسب Yong Lin Lai (20854961)

"…However, challenges persist across all categories, including algorithmic limitations, data dependency, computational complexity, and performance variability across diverse underwater environments. …"

Included studies characteristics. حسب Yong Lin Lai (20854961)

"…However, challenges persist across all categories, including algorithmic limitations, data dependency, computational complexity, and performance variability across diverse underwater environments. …"

All studies identified. حسب Yong Lin Lai (20854961)

"…However, challenges persist across all categories, including algorithmic limitations, data dependency, computational complexity, and performance variability across diverse underwater environments. …"

Vagueness. حسب Maeva El Bouchikhi (20442436)

"…They highlighted an important number of ethical issues which could be grouped into five overarching categories: goal relevance, adverse side effects, role of employees, data process, and vagueness. …"

Role of employees. حسب Maeva El Bouchikhi (20442436)

"…They highlighted an important number of ethical issues which could be grouped into five overarching categories: goal relevance, adverse side effects, role of employees, data process, and vagueness. …"

Characteristics of study participants. حسب Maeva El Bouchikhi (20442436)

"…They highlighted an important number of ethical issues which could be grouped into five overarching categories: goal relevance, adverse side effects, role of employees, data process, and vagueness. …"

Side effects. حسب Maeva El Bouchikhi (20442436)

"…They highlighted an important number of ethical issues which could be grouped into five overarching categories: goal relevance, adverse side effects, role of employees, data process, and vagueness. …"

Data Sheet 1_Association of microtubule-based processes gene expression with immune microenvironment and its predictive value for drug response in oestrogen receptor-positive breas... حسب Zhenfeng Huang (836949)

"…</p>Methods<p>Clinical data along with relevant RNA information with ER+ breast cancer were sourced from The Cancer Genome Atlas and the Molecular Taxonomy of Breast Cancer International Consortium. …"

Raw LC-MS/MS and RNA-Seq Mitochondria data حسب Stefano Martellucci (16284377)

"…The results were subsequently processed to filter out common contaminants, decoy hits from the reverse database, and protein groups identified by a single peptide. …"

Data Sheet 1_Religion and politics of belonging in digital times: youth religiosity in focus.pdf حسب Astrid Mattes (20639264)

Data Sheet 1_Proteome analysis of the prefrontal cortex and the application of machine learning models for the identification of potential biomarkers related to suicide.pdf حسب Manuel Alejandro Rojo-Romero (20756459)

"…ML models were trained using densitometry data from the 2D gel images of each selected protein and the models could differentiate between both groups (control and suicide cases).…"

Data Sheet 1_Artificial intelligence–enabled social media listening to inform early patient-focused drug development: perspectives on approaches and strategies.docx حسب Erica Spies (11211895)

"…SML is a method of gathering feedback directly from patients; however, distilling the quantity of data into actionable insights is challenging. AI–enabled methods, such as natural language processing (NLP), can facilitate data processing from SML studies. …"

Table 2_Deeper insight into speech characteristics of patients at ultra-high risk using classification and explainability models.xlsx حسب Deok-Hee Kim-Dufor (21547235)

"…</p>Methods<p>The first consultations with a psychiatrist of 68 patients (15 not-at-risk patients, 45 at-risk patients, and 8 patients with first episode psychosis) were recorded, transcribed verbatim, and annotated for analyses using natural language processing. A gradient-boosted decision tree algorithm was tested to evaluate its potential to correctly classify three categories of patients and find relevant linguistic markers at the level of lexical richness, semantic coherence, speech disfluency, and syntactic complexity. …"

Table 1_Deeper insight into speech characteristics of patients at ultra-high risk using classification and explainability models.xlsx حسب Deok-Hee Kim-Dufor (21547235)

"…</p>Methods<p>The first consultations with a psychiatrist of 68 patients (15 not-at-risk patients, 45 at-risk patients, and 8 patients with first episode psychosis) were recorded, transcribed verbatim, and annotated for analyses using natural language processing. A gradient-boosted decision tree algorithm was tested to evaluate its potential to correctly classify three categories of patients and find relevant linguistic markers at the level of lexical richness, semantic coherence, speech disfluency, and syntactic complexity. …"